Pinned Repositories
accelerated_io_tools
Prototype SciDB plugins for faster ingest and export of data.
Adabelief-Optimizer
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
adlfs
fsspec-compatible Azure Datake and Azure Blob Storage access
adrenaline
Talk to your codebase
agd
Automatic gradient descent
aim
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
atsa-labs
Labs developed for Applied Fisheries Time-series Analysis course. The link for the text is https://nwfsc-timeseries.github.io/atsa-labs/
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
awesome-causal-inference
A (concise) curated list of awesome Causal Inference resources.
Awesome-Causal-Inference-1
A curated list of awesome work on causal inference, particularly in machine learning.
drahnreb's Repositories
drahnreb/adrenaline
Talk to your codebase
drahnreb/agd
Automatic gradient descent
drahnreb/aim
Aim 💫 — easy-to-use and performant open-source ML experiment tracker.
drahnreb/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
drahnreb/BER
Balanced Error Rate for Speaker Diarization
drahnreb/brouhaha-vad
Predicts the level of noise and reverberation on your audiofiles
drahnreb/class-resolver
🔍 Lookup classes and instantiate them with style
drahnreb/deeplake
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
drahnreb/EEND_PyTorch
A PyTorch implementation of End-to-End Neural Diarization
drahnreb/facial-expression-recognition
drahnreb/Fast-Transformer
An implementation of Fastformer: Additive Attention Can Be All You Need in TensorFlow
drahnreb/FunASR
A Fundamental End-to-End Speech Recognition Toolkit
drahnreb/gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
drahnreb/GraphRAG4Rec
A naive implementation of GraphRAG for Movie Recommendation on IMDB Top 1000 movies dataset.
drahnreb/insightface
State-of-the-art 2D and 3D Face Analysis Project
drahnreb/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
drahnreb/kotaemon
An open-source RAG-based tool for chatting with your documents.
drahnreb/lhotse
Tools for handling speech data in machine learning projects.
drahnreb/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
drahnreb/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
drahnreb/ood_audio
drahnreb/optax
Optax is a gradient processing and optimization library for JAX.
drahnreb/paper-qa
LLM Chain for answering questions from documents with citations
drahnreb/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
drahnreb/pydantic
Data parsing and validation using Python type hints
drahnreb/pyprobml
Python code for "Machine learning: a probabilistic perspective" (2nd edition)
drahnreb/pystardog
Python bindings for the Stardog Knowledge Graph platform
drahnreb/pytorch_geometric
Graph Neural Network Library for PyTorch
drahnreb/TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
drahnreb/treex
A Pytree Module system for Deep Learning in JAX